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2023

Daniel, Ruffinelli (2023) Knowledge graph embeddings: link prediction and beyond. Open Access Mannheim [Dissertation]
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Renz-Wieland, Alexander ; Kieslinger, Andreas ; Gericke, Robert ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Kaoudi, Zoi ; Markl, Volker Good intentions: adaptive parameter management via intent signaling. Frommholz, Ingo ; Hopfgartner, Frank ; Lee, Mark ; et al. 2156-2166 In: CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (2023) New York, NY CIKM '23, 32nd ACM International Conference on Information and Knowledge Management (Birmingham, UK) [Konferenzveröffentlichung]

Kochsiek, Adrian ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 A benchmark for semi-inductive link prediction in knowledge graphs. Bouamor, Houda ; Pino, Juan ; Bali, Kalika 10634-10643 In: The 2023 Conference on Empirical Methods in Natural Language Processing - Findings of the Association for Computational Linguistics: EMNLP 2023, December 6-10, 2023 (2023) Stroudsburg, PA EMNLP 2023 (Singapore, Singapore, Hybrid) [Konferenzveröffentlichung]

Kochsiek, Adrian ; Saxena, Apoorv ; Nair, Inderjeet ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 Friendly neighbors: contextualized sequence-to-sequence link prediction. Can, Burcu ; Mozes, Maximilian ; Cahyawijaya, Samuel ; et al. 131-138 In: The 8th Workshop on Representation Learning for NLP (RepL4NLP 2023) : Proceedings of the workshop (2023) Stroudsburg, PA RepL4NLP 2023, 8th Workshop on Representation Learning for NLP (Toronto, Canada) [Konferenzveröffentlichung]

Kochsiek, Adrian ; Niesel, Fritz ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 Start small, think big: On hyperparameter optimization for large-scale knowledge graph embeddings. Amini, Massih-Reza ; Canu, Stéphane ; Fischer, Asja ; et al. Lecture Notes in Computer Science 13714 138-154 In: Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022 : proceedings. Part II (2023) Berlin [u.a.] ECML PKDD 2022 (Grenoble, France) [Konferenzveröffentlichung]

2022

Renz-Wieland, Alexander ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Kaoudi, Zoi ; Markl, Volker NuPS: A parameter server for machine learning with non-uniform parameter access. Open Access Ives, Zachary ; Bonifati, Angela ; El Abbadi, Amr 481-495 In: SIGMOD '22 : proceedings of the 2022 International Conference on Management of Data : June 12-17, 2022, Philadelphia, PA, USA (2022) New York, NY SIGMOD '22 (Philadelphia, PA) [Konferenzveröffentlichung]
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Saxena, Apoorv ; Kochsiek, Adrian ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 Sequence-to-sequence knowledge graph completion and question answering. Muresan, Smaranda ; Nakov, Preslav ; Villavicencio, Aline 2814-2828 In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics. Volume 1 Long Papers (2022) Stroudsburg, PA ACL 2022, 60th Annual Meeting of the Association for Computational Linguistics (Dublin, Ireland, Hybrid) [Konferenzveröffentlichung]

2021

Renz-Wieland, Alexander ; Drobisch, Tobias ; Kaoudi, Zoi ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Markl, Volker Just move it! Dynamic parameter allocation in action. Open Access Proceedings of the VLDB Endowment 14,12 2707-2710 In: 47th International Conference on Very Large Data Bases (VLDB 2021) : Copenhagen, Denmark, August 16-20, 2021 (2021) New York, NY VLDB 2021, 47th International Conference on Very Large Data Bases (København, Denmark, Hybrid) [Konferenzveröffentlichung]
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Kochsiek, Adrian ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 Parallel training of knowledge graph embedding models: a comparison of techniques. Proceedings of the VLDB Endowment 15 3 633-645 (2021) New York, NY VLDB 2022, 48th International Conference on Very Large Databases (Sydney, Australia, Hybrid) [Konferenzveröffentlichung]

2020

Ruffinelli, Daniel ; Broscheit, Samuel ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 You CAN teach an old dog new tricks! On training knowledge graph embeddings. Open Access Rush, Alexander 1-12 In: ICLR 2020 : Eighth International Conference on Learning Representations : virtual conference, formerly Addis Ababa ETHIOPIA, Sun Apr 26th through May 1st (2020) La Jolla, CA ICLR 2020 (Online) [Konferenzveröffentlichung]
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Broscheit, Samuel ; Gashteovski, Kiril ; Wang, Yanjie ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 Can we predict new facts with open knowledge graph embeddings? A benchmark for open link prediction. Open Access Jurafsky, Dan 2296-2308 In: ACL 2020 : the 58th Annual Meeting of the Association for Computational Linguistics, proceedings of the conference, ACL 2020The 58th Annual Meeting of theAssociation for Computational LinguisticsProceedings of the Conference, July 5 - 10, 2020 (2020) Stroudsburg, PA ACL 2020 (Online) [Konferenzveröffentlichung]
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Renz-Wieland, Alexander ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Zeuch, Steffen ; Markl, Volker Dynamic parameter allocation in parameter servers. Open Access Proceedings of the VLDB Endowment 13,12 1877-1890 (2020) New York, NY 46th International Conference on Very Large Data Bases (Online) [Konferenzveröffentlichung]
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Gashteovski, Kiril (2020) Compact open information extraction: methods, corpora, analysis. Open Access Mannheim [Dissertation]
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Broscheit, Samuel ; Ruffinelli, Daniel ; Kochsiek, Adrian ; Betz, Patrick ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 LibKGE – A knowledge graph embedding library for reproducible research. Open Access Schlangen, David ; Liu, Qun 165-174 In: The 2020 Conference on Empirical Methods in Natural Language Processing : proceedings of systems demonstrations, November 16-20, 2020, EMNLP 2020 (2020) Stroudsburg, PA 18360 USA The 2020 Conference on Empirical Methods in Natural Language Processing (Online) [Konferenzveröffentlichung]
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Gashteovski, Kiril ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Kotnis, Bhushan ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Meilicke, Christian ORCID: 0000-0002-0198-5396 On aligning OpenIE extractions with Knowledge Bases: A case study. Open Access Eger, Steffen ; Gao, Yang ; Peyrard, Maxime ; Zhao, Wei ; Hovy, Eduard 143-154 In: Evaluation and Comparison of NLP Systems : proceedings of the first workshop, november 20, 2020 (2020) Stroudsburg, PA 18360, USA EMNLP 2020 (Online) [Konferenzveröffentlichung]
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2019

Beedkar, Kaustubh ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Mertens, Wim (2019) A unified framework for frequent sequence mining with subsequence constraints. Open Access ACM Transactions on Database Systems : TODS New York, NY 44 3 11:1-11:42 [Zeitschriftenartikel]
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Vorschau

Gashteovski, Kiril ; Wanner, Sebastian ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Broscheit, Samuel ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 OPIEC: An open information extraction corpus. Open Access 1-19 In: AKBC 2019 : 1st Conference on Automated Knowledge Base Construction (AKBC) : May 20-22, 2019, Monday-Wednesday, Amherst, MA (2019) Amherst, MA AKBC 2019 (Amherst, MA) [Konferenzveröffentlichung]
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Vorschau

Renz-Wieland, Alexander ; Bertsch, Mattias ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 Scalable frequent sequence mining with flexible subsequence constraints. Open Access 1490-1501 In: IEEE 35th International Conference on Data Engineering : ICDE 2019 : Macau SAR, China, 8-11 April 2019 : proceedings (2019) Piscataway, NJ 2019 IEEE International Conference on Data Engineering (ICDE) (Macao, Macao, China) [Konferenzveröffentlichung]
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Vorschau

Wang, Yanjie ; Ruffiinelli, Daniel ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Broscheit, Samuel ; Meilicke, Christian ORCID: 0000-0002-0198-5396 On evaluating embedding models for knowledge base completion. Open Access Augenstein, Isabelle 104-112 In: The 4th Workshop on Representation Learning for NLP (RepL4NLP-2019) - proceedings of the workshop : August 2, 2019, Florence, Italy : ACL 2019 (2019) Florence, Italy RepL4NLP-2019 (Florence, Italy) [Konferenzveröffentlichung]
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Vorschau

Beedkar, Kaustubh ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Renz-Wieland, Alexander The DESQ framework for declarative and scalable frequent sequence mining. Open Access David, Klaus GI-Edition : Lecture Notes in Informatics. Proceedings 294 249-250 In: Informatik 2019 : 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft : Konferenzbeiträge der 49. Jahrestagung der Gesellschaft für Informatik : 23.-26.9.2019, Kassel, Deutschland (2019) Bonn Informatik 2019 (Kassel, Germany) [Konferenzveröffentlichung]
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2018

Wang, Yanjie ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Li, Hui On multi-relational link prediction with bilinear models. Open Access 4227-4234 In: The Thirty-Second AAAI Conference on Artificial Intelligence, The Thirtieth Innovative Applications of Artificial Intelligence Conference, The Eighth AAAI Symposium on Educational Advances in Artificial Intelligence : New Orleans, Louisiana USA (2018) Palo Alto, CA AAI-18: Thirty-Second AAAI Conference on Artificial Intelligence (New Orleans, LA) [Konferenzveröffentlichung]
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Vorschau

Broscheit, Samuel ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Keuper, Margret Learning distributional token representations from visual features. Open Access Augenstein, Isabelle 187-194 In: ACL 2018, Representation Learning for NLP : Proceedings of the Third Workshop : July 20, 2018 Melbourne, Australia (2018) Stroudsburg, PA 3rd Workshop on Representation Learning for NL (Melbourne, Australia) [Konferenzveröffentlichung]
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Vorschau

Pfeiffer, Jonas ; Broscheit, Samuel ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Göschl, Mathias A neural autoencoder approach for document ranking and query refinement in pharmacogenomic information retrieval. Open Access Demner-Fushman, Dina 87-97 In: SIGBioMed Workshop on Biomedical Natural Language Processing, Proceedings of the 17th BioNLP Workshop : July 19, 2018 Melbourne, Australia (2018) Stroudsburg, PA 56th Annual Meeting of the Association for Computational Linguistics (Melbourne, Australia) [Konferenzveröffentlichung]
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2017

Teflioudi, Christina ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 (2017) Exact and approximate maximum inner product search with LEMP. Open Access ACM Transactions on Database Systems : TODS New York, NY 42 1 Article 5 [Zeitschriftenartikel]
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Vorschau

Gashteovski, Kiril ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Corro, Luciano del MinIE: minimizing facts in open information extraction. Open Access Specia, Lucia 2620-2630 In: The Conference on Empirical Methods in Natural Language Processing - proceedings of System Demonstrations : September 9-11, 2017, Copenhagen, Denmark : EMNLP 2017 (2017) Stroudsburg, PA Conference on Empirical Methods in Natural Language Processing (and forerunners) (EMNLP) (Copenhagen, Denmark) [Konferenzveröffentlichung]
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2016

Beedkar, Kaustubh (2016) Methods for frequent sequence mining with subsequence constraints. Open Access Mannheim [Dissertation]
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Vorschau

Beedkar, Kaustubh ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 DESQ: frequent sequence mining with subsequence constraints. Open Access Bonchi, Francesco 793-798 In: 16th IEEE International Conference on Data Mining : 12-15 December 2016, Barcelona, Catalonia, Spain : proceedings (2016) Piscataway, NJ 16th International Conference on Data Mining (ICDM) (Barcelona, Spain) [Konferenzveröffentlichung]
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Vorschau

Neumann, Stefan ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Miettinen, Pauli What you will gain by rounding : theory and algorithms for rounding rank. Open Access Bonchi, Francesco 380-389 In: 16th IEEE International Conference on Data Mining : 12-15 December 2016, Barcelona, Catalonia, Spain : proceedings (2016) Piscataway, NJ 16th International Conference on Data Mining (ICDM) (Barcelona, Spain) [Konferenzveröffentlichung]
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2015

Petroni, Fabio ; Corro, Luciano del ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 CORE: Context-aware open relation extraction with factorization machines. Open Access ACM Trans. Database Syst. 2 1763-1773 In: Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015 (2015) Stroudsburg, Pa. [Konferenzveröffentlichung]
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Teflioudi, Christina ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Mykytiuk, Olga LEMP: Fast Retrieval of Large Entries in a Matrix Product. Open Access Sellis, Timos 107-122 In: SIGMOD '15 : Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data ; Melbourne, VIC, Australia, May 31 - June 04, 2015 (2015) New York, NY [Konferenzveröffentlichung]
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Vorschau

Beedkar, Kaustubh ; Berberich, Klaus ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Miliaraki, Iris (2015) Closing the gap: Sequence mining at scale. Open Access ACM Transactions on Database Systems : TODS New York, NY 40 2 Art. 8, 1-44 [Zeitschriftenartikel]
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Vorschau

Corro, Luciano del ; Abujabal, Abdalghani ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Weikum, Gerhard FINET: context-aware fine-grained named entity typing. Open Access Màrquez, Lluis 868-878 In: Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015 (2015) Stroudsburg, Pa. [Konferenzveröffentlichung]
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Beedkar, Kaustubh ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 LASH: Large-scale sequence mining with hierarchies. Open Access 491-503 In: Compilation proceedings of the 2015 ACM Symposium on Principles of Database Systems, ACM SIGMOD International Conference on Management of Data, and SIGMOD/PODS 2015 PhD symposium, May 31 - June 4, 2015, Melbourne, VIC, Australia (2015) New York, NY [Konferenzveröffentlichung]
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Vorschau

Gemulla, Rainer ORCID: 0000-0003-2762-0050 (2015) Data analysis at scale. Information Technology : IT Berlin 57 2 130-132 [Zeitschriftenartikel]

2014

Erdös, Dóra ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Terzi, Evimaria (2014) Reconstructing graphs from neighborhood data. Open Access ACM Transactions on Knowledge Discovery from Data : TKDD New York, NY 8 4 Art. 23, 1-22 [Zeitschriftenartikel]
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Vorschau

Corro, Luciano del ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Weikum, Gerhard Werdy: Recognition and disambiguation of verbs and verb phrases with syntactic and semantic pruning. Open Access Moschitti, Alessandro 374-385 In: Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014, October 25-29, 2014, Doha, Qatar (2014) Stroudsburg, Pa. [Konferenzveröffentlichung]
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Vorschau

Roy, Pratanu ; Teubner, Jens ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 (2014) Low-latency handshake join. Open Access Proceedings of the VLDB Endowment [New York, NY] 7 9 709-720 [Zeitschriftenartikel]
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Vorschau

Qu, Lizhen ; Zhang, Yi ; Wang, Rui ; Jiang, Lili ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Weikum, Gerhard (2014) Senti-LSSVM: Sentiment-oriented multi-relation extraction with latent structural SVM. Open Access Transactions of the Association for Computational Linguistics : TACL Stroudsburg, Pa. 2 155-168 [Zeitschriftenartikel]
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Vorschau

Makari, Faraz ; Teflioudi, Christina ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Haase, Peter ; Sismanis, Yannis (2014) Shared-memory and shared-nothing stochastic gradient descent algorithms for matrix completion. Knowledge and Information Systems London 42 3 493-523 [Zeitschriftenartikel]

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